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FROM nvidia/cuda:12.2.0-devel-ubuntu22.04 | |
ARG PYTORCH_VERSION=2.4.0 | |
ARG PYTHON_VERSION=3.9 | |
ARG CUDA_VERSION=12.1 | |
ARG MAMBA_VERSION=24.3.0-0 | |
ARG CUDA_CHANNEL=nvidia | |
ARG INSTALL_CHANNEL=pytorch | |
# Automatically set by buildx | |
ARG TARGETPLATFORM | |
RUN useradd -m -u 1000 user | |
WORKDIR /app | |
USER user | |
RUN chown -R user:user ./ | |
RUN git clone -b energy_star_dev https://github.com/huggingface/optimum-benchmark.git /optimum-benchmark && cd optimum-benchmark && pip install -e . | |
#RUN apt-get -y update \ | |
# && apt-get install -y software-properties-common \ | |
# && apt-get -y update \ | |
# && add-apt-repository universe | |
#RUN apt-get -y update | |
#RUN apt-get -y install python3 | |
#RUN apt-get -y install python3-pip | |
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ | |
build-essential \ | |
ca-certificates \ | |
ccache \ | |
curl \ | |
python3 \ | |
python3-pip \ | |
git && \ | |
rm -rf /var/lib/apt/lists/* | |
# Install conda | |
# translating Docker's TARGETPLATFORM into mamba arches | |
RUN case ${TARGETPLATFORM} in \ | |
"linux/arm64") MAMBA_ARCH=aarch64 ;; \ | |
*) MAMBA_ARCH=x86_64 ;; \ | |
esac && \ | |
curl -fsSL -v -o ~/mambaforge.sh -O "https://github.com/conda-forge/miniforge/releases/download/${MAMBA_VERSION}/Mambaforge-${MAMBA_VERSION}-Linux-${MAMBA_ARCH}.sh" | |
RUN chmod +x ~/mambaforge.sh && \ | |
bash ~/mambaforge.sh -b -p /opt/conda && \ | |
rm ~/mambaforge.sh | |
# Install pytorch | |
# On arm64 we exit with an error code | |
RUN case ${TARGETPLATFORM} in \ | |
"linux/arm64") exit 1 ;; \ | |
*) /opt/conda/bin/conda update -y conda && \ | |
/opt/conda/bin/conda install -c "${INSTALL_CHANNEL}" -c "${CUDA_CHANNEL}" -y "python=${PYTHON_VERSION}" "pytorch=$PYTORCH_VERSION" "pytorch-cuda=$(echo $CUDA_VERSION | cut -d'.' -f 1-2)" ;; \ | |
esac && \ | |
/opt/conda/bin/conda clean -ya | |
COPY --chown=user ./requirements.txt requirements.txt | |
USER user | |
RUN pip install -r requirements.txt | |
RUN chown -R user:user ./ | |
RUN git clone -b energy_star_dev https://github.com/huggingface/optimum-benchmark.git /optimum-benchmark && cd optimum-benchmark && pip install -e . | |
COPY --chown=user ./check_h100.py /check_h100.py | |
COPY --chown=user ./entrypoint.sh /entrypoint.sh | |
COPY --chown=user ./pause_space.py /pause_space.py | |
COPY --chown=user ./parse_requests.py /parse_requests.py | |
COPY --chown=user ./runs /runs | |
#RUN chmod 777 -R /runs | |
RUN chmod +x /entrypoint.sh | |
# Expose the secret DEBUG at buildtime and use its value as git remote URL | |
RUN --mount=type=secret,id=DEBUG,mode=0444,required=true \ | |
git init && \ | |
git remote add origin $(cat /run/secrets/DEBUG) | |
ENV HOME=/home/user \ | |
PATH=/home/user/.local/bin:/opt/conda/bin:$PATH | |
ENTRYPOINT ["/entrypoint.sh"] |